Classification of cognitive and resting states of the brain using EEG features.
Rana Fayyaz AhmadAamir Saeed MalikHafeez Ullah AminNidal S. KamelFaruque RezaPublished in: MeMeA (2016)
Keyphrases
- eeg signals
- feature vectors
- classification accuracy
- feature extraction
- classification models
- feature set
- feature space
- svm classifier
- extracted features
- classification method
- cognitive states
- classification process
- pattern recognition
- eeg data
- spectral features
- feature representation
- feature reduction
- class labels
- low level
- feature values
- high dimensionality
- pattern classification
- support vector machine
- feature analysis
- extracting features
- features extraction
- motor imagery
- healthy subjects
- discriminative features
- classification scheme
- machine learning
- support vector machine svm
- text classification
- image classification
- supervised learning
- image features
- brain activity
- feature selection algorithms
- feature extraction and classification